
# Imports
import numpy as np




class 			UpperCAmelCase_     :


  '''simple docstring'''







  def __init__(					self     :					Optional[Any]     ,				UpperCamelCase__     :					Dict=None     ,				UpperCamelCase__     :					str=None     ,				UpperCamelCase__     :					Optional[int]=None     ,				UpperCamelCase__     :					List[Any]=None     ,				UpperCamelCase__     :					Any=None       )     ->      Optional[int]:







    """simple docstring"""






    self.set_matricies(red=UpperCamelCase__     ,				green=UpperCamelCase__     ,				blue=UpperCamelCase__     ,				red_edge=UpperCamelCase__     ,				nir=UpperCamelCase__       )
  def 				_lowercase				(					self     :					str     ,				UpperCamelCase__     :					int=None     ,				UpperCamelCase__     :					List[str]=None     ,				UpperCamelCase__     :					Any=None     ,				UpperCamelCase__     :					List[Any]=None     ,				UpperCamelCase__     :					List[str]=None       )     ->      str:







    """simple docstring"""






    if red is not None:
      __magic_name__								=			red
    if green is not None:
      __magic_name__								=			green
    if blue is not None:
      __magic_name__								=			blue
    if red_edge is not None:
      __magic_name__								=			red_edge
    if nir is not None:
      __magic_name__								=			nir
    return True
  def 				_lowercase				(					self     :					Tuple     ,				UpperCamelCase__     :					Union[str, Any]=""     ,				UpperCamelCase__     :					Dict=None     ,				UpperCamelCase__     :					Optional[Any]=None     ,				UpperCamelCase__     :					Tuple=None     ,				UpperCamelCase__     :					Union[str, Any]=None     ,				UpperCamelCase__     :					Any=None       )     ->      Any:







    """simple docstring"""






    self.set_matricies(red=UpperCamelCase__     ,				green=UpperCamelCase__     ,				blue=UpperCamelCase__     ,				red_edge=UpperCamelCase__     ,				nir=UpperCamelCase__       )
    __magic_name__								=			{
        """ARVI2""": self.arvaa,
        """CCCI""": self.ccci,
        """CVI""": self.cvi,
        """GLI""": self.gli,
        """NDVI""": self.ndvi,
        """BNDVI""": self.bndvi,
        """redEdgeNDVI""": self.red_edge_ndvi,
        """GNDVI""": self.gndvi,
        """GBNDVI""": self.gbndvi,
        """GRNDVI""": self.grndvi,
        """RBNDVI""": self.rbndvi,
        """PNDVI""": self.pndvi,
        """ATSAVI""": self.atsavi,
        """BWDRVI""": self.bwdrvi,
        """CIgreen""": self.ci_green,
        """CIrededge""": self.ci_rededge,
        """CI""": self.ci,
        """CTVI""": self.ctvi,
        """GDVI""": self.gdvi,
        """EVI""": self.evi,
        """GEMI""": self.gemi,
        """GOSAVI""": self.gosavi,
        """GSAVI""": self.gsavi,
        """Hue""": self.hue,
        """IVI""": self.ivi,
        """IPVI""": self.ipvi,
        """I""": self.i,
        """RVI""": self.rvi,
        """MRVI""": self.mrvi,
        """MSAVI""": self.m_savi,
        """NormG""": self.norm_g,
        """NormNIR""": self.norm_nir,
        """NormR""": self.norm_r,
        """NGRDI""": self.ngrdi,
        """RI""": self.ri,
        """S""": self.s,
        """IF""": self._if,
        """DVI""": self.dvi,
        """TVI""": self.tvi,
        """NDRE""": self.ndre,
    }

    try:
      return funcs[index]()
    except KeyError:
      print("""Index not in the list!"""       )
      return False
  def 				_lowercase				(					self     :					int       )     ->      str:







    """simple docstring"""






    return -0.18 + (1.17 * ((self.nir - self.red) / (self.nir + self.red)))
  def 				_lowercase				(					self     :					Optional[Any]       )     ->      List[Any]:







    """simple docstring"""






    return ((self.nir - self.redEdge) / (self.nir + self.redEdge)) / (
        (self.nir - self.red) / (self.nir + self.red)
    )
  def 				_lowercase				(					self     :					Tuple       )     ->      Tuple:







    """simple docstring"""






    return self.nir * (self.red / (self.green**2))
  def 				_lowercase				(					self     :					Tuple       )     ->      Dict:







    """simple docstring"""






    return (2 * self.green - self.red - self.blue) / (
        2 * self.green + self.red + self.blue
    )
  def 				_lowercase				(					self     :					Dict       )     ->      List[Any]:







    """simple docstring"""






    return (self.nir - self.red) / (self.nir + self.red)
  def 				_lowercase				(					self     :					Union[str, Any]       )     ->      str:







    """simple docstring"""






    return (self.nir - self.blue) / (self.nir + self.blue)
  def 				_lowercase				(					self     :					str       )     ->      List[Any]:







    """simple docstring"""






    return (self.redEdge - self.red) / (self.redEdge + self.red)
  def 				_lowercase				(					self     :					Any       )     ->      str:







    """simple docstring"""






    return (self.nir - self.green) / (self.nir + self.green)
  def 				_lowercase				(					self     :					List[Any]       )     ->      Union[str, Any]:







    """simple docstring"""






    return (self.nir - (self.green + self.blue)) / (
        self.nir + (self.green + self.blue)
    )
  def 				_lowercase				(					self     :					List[Any]       )     ->      Optional[int]:







    """simple docstring"""






    return (self.nir - (self.green + self.red)) / (
        self.nir + (self.green + self.red)
    )
  def 				_lowercase				(					self     :					str       )     ->      Optional[int]:







    """simple docstring"""






    return (self.nir - (self.blue + self.red)) / (self.nir + (self.blue + self.red))
  def 				_lowercase				(					self     :					List[Any]       )     ->      Union[str, Any]:







    """simple docstring"""






    return (self.nir - (self.green + self.red + self.blue)) / (
        self.nir + (self.green + self.red + self.blue)
    )
  def 				_lowercase				(					self     :					List[Any]     ,				UpperCamelCase__     :					Tuple=0.08     ,				UpperCamelCase__     :					Dict=1.22     ,				UpperCamelCase__     :					Optional[int]=0.03       )     ->      Optional[int]:







    """simple docstring"""






    return a * (
        (self.nir - a * self.red - b)
        / (a * self.nir + self.red - a * b + x * (1 + a**2))
    )
  def 				_lowercase				(					self     :					Optional[Any]       )     ->      Tuple:







    """simple docstring"""






    return (0.1 * self.nir - self.blue) / (0.1 * self.nir + self.blue)
  def 				_lowercase				(					self     :					List[str]       )     ->      Any:







    """simple docstring"""






    return (self.nir / self.green) - 1
  def 				_lowercase				(					self     :					Tuple       )     ->      str:







    """simple docstring"""






    return (self.nir / self.redEdge) - 1
  def 				_lowercase				(					self     :					Any       )     ->      List[Any]:







    """simple docstring"""






    return (self.red - self.blue) / self.red
  def 				_lowercase				(					self     :					List[Any]       )     ->      Optional[Any]:







    """simple docstring"""






    __magic_name__								=			self.ndvi()
    return ((ndvi + 0.5) / (abs(ndvi + 0.5       ))) * (abs(ndvi + 0.5       ) ** (1 / 2))
  def 				_lowercase				(					self     :					List[str]       )     ->      Union[str, Any]:







    """simple docstring"""






    return self.nir - self.green
  def 				_lowercase				(					self     :					Union[str, Any]       )     ->      List[str]:







    """simple docstring"""






    return 2.5 * (
        (self.nir - self.red) / (self.nir + 6 * self.red - 7.5 * self.blue + 1)
    )
  def 				_lowercase				(					self     :					Optional[Any]       )     ->      List[str]:







    """simple docstring"""






    __magic_name__								=			(2 * (self.nir**2 - self.red**2) + 1.5 * self.nir + 0.5 * self.red) / (
        self.nir + self.red + 0.5
    )
    return n * (1 - 0.25 * n) - (self.red - 0.125) / (1 - self.red)
  def 				_lowercase				(					self     :					Dict     ,				UpperCamelCase__     :					List[Any]=0.16       )     ->      List[str]:







    """simple docstring"""






    return (self.nir - self.green) / (self.nir + self.green + y)
  def 				_lowercase				(					self     :					Union[str, Any]     ,				UpperCamelCase__     :					List[Any]=0.5       )     ->      List[Any]:







    """simple docstring"""






    return ((self.nir - self.green) / (self.nir + self.green + n)) * (1 + n)
  def 				_lowercase				(					self     :					Union[str, Any]       )     ->      Optional[Any]:







    """simple docstring"""






    return np.arctan(
        ((2 * self.red - self.green - self.blue) / 30.5) * (self.green - self.blue)       )
  def 				_lowercase				(					self     :					str     ,				UpperCamelCase__     :					Optional[int]=None     ,				UpperCamelCase__     :					Union[str, Any]=None       )     ->      int:







    """simple docstring"""






    return (self.nir - b) / (a * self.red)
  def 				_lowercase				(					self     :					Any       )     ->      Optional[Any]:







    """simple docstring"""






    return (self.nir / ((self.nir + self.red) / 2)) * (self.ndvi() + 1)
  def 				_lowercase				(					self     :					Dict       )     ->      int:







    """simple docstring"""






    return (self.red + self.green + self.blue) / 30.5
  def 				_lowercase				(					self     :					Any       )     ->      List[Any]:







    """simple docstring"""






    return self.nir / self.red
  def 				_lowercase				(					self     :					Optional[Any]       )     ->      Any:







    """simple docstring"""






    return (self.rvi() - 1) / (self.rvi() + 1)
  def 				_lowercase				(					self     :					Dict       )     ->      Union[str, Any]:







    """simple docstring"""






    return (
        (2 * self.nir + 1)
        - ((2 * self.nir + 1) ** 2 - 8 * (self.nir - self.red)) ** (1 / 2)
    ) / 2
  def 				_lowercase				(					self     :					List[Any]       )     ->      List[Any]:







    """simple docstring"""






    return self.green / (self.nir + self.red + self.green)
  def 				_lowercase				(					self     :					Optional[Any]       )     ->      Optional[int]:







    """simple docstring"""






    return self.nir / (self.nir + self.red + self.green)
  def 				_lowercase				(					self     :					Union[str, Any]       )     ->      Optional[Any]:







    """simple docstring"""






    return self.red / (self.nir + self.red + self.green)
  def 				_lowercase				(					self     :					str       )     ->      Any:







    """simple docstring"""






    return (self.green - self.red) / (self.green + self.red)
  def 				_lowercase				(					self     :					Any       )     ->      List[str]:







    """simple docstring"""






    return (self.red - self.green) / (self.red + self.green)
  def 				_lowercase				(					self     :					str       )     ->      List[str]:







    """simple docstring"""






    __magic_name__								=			np.max([np.max(self.red       ), np.max(self.green       ), np.max(self.blue       )]       )
    __magic_name__								=			np.min([np.min(self.red       ), np.min(self.green       ), np.min(self.blue       )]       )
    return (max_value - min_value) / max_value
  def 				_lowercase				(					self     :					List[Any]       )     ->      Optional[Any]:







    """simple docstring"""






    return (2 * self.red - self.green - self.blue) / (self.green - self.blue)
  def 				_lowercase				(					self     :					int       )     ->      List[Any]:







    """simple docstring"""






    return self.nir / self.red
  def 				_lowercase				(					self     :					str       )     ->      List[str]:







    """simple docstring"""






    return (self.ndvi() + 0.5) ** (1 / 2)





  def 				_lowercase				(					self     :					List[str]       )     ->      Any:







    """simple docstring"""






    return (self.nir - self.redEdge) / (self.nir + self.redEdge)



from maths.is_square_free import is_square_free
from maths.prime_factors import prime_factors

def a__       (			A_   ):






  '''simple docstring'''





  __magic_name__								=			prime_factors(A_   )
  if is_square_free(A_   ):
    return -1 if len(A_   ) % 2 else 1
  return 0


if __name__ == "__main__":
    import doctest

    doctest.testmod()

